From Robotic Process Automation to Intelligent Process Automation: Emerging Trends
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Abstract (arXiv)
In this survey, we study how recent advances in machine intelligence are disrupting the world of business processes. Over the last decade, there has been steady progress towards the automation of business processes under the umbrella of ``robotic process automation'' (RPA). However, we are currently at an inflection point in this evolution, as a new paradigm called ``Intelligent Process Automation'' (IPA) emerges, bringing machine learning (ML) and artificial intelligence (AI) technologies to bear in order to improve business process outcomes. The purpose of this paper is to provide a survey of this emerging theme and identify key open research challenges at the intersection of AI and business processes. We hope that this emerging theme will spark engaging conversations at the RPA Forum.
Key facts. Cited by 8 papers in the map (data through 14 Oct 2026). First posted on arXiv 27 Jul 2020.
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Citing papers per year: 2023: 1; 2024: 4; 2025: 2; 2026: 1.
8 papers.
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- 2024Behaviour Planning: A Toolkit for Diverse Planningcited by 2
- 2024Choosing a Classical Planner with Graph Neural Networkscited by 1
- 2025Diverse Planning with Simulators via Linear Temporal Logiccited by 1
- 2026From Stories to Cities to Games: A Qualitative Evaluation of Behaviour Planningcited by 0
- 2026From Stories to Cities to Games: A Qualitative Evaluation of Behaviour Planning8 Jan 2026
- 2025Diverse Planning with Simulators via Linear Temporal Logic20 Oct 2025
- 2025LLM Agents Are the Antidote to Walled Gardens30 Jun 2025
- 2024ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents28 Jun 2024
- 2024Behaviour Planning: A Toolkit for Diverse Planning7 May 2024
- 2024Automating the Enterprise with Foundation Models3 May 2024
- 2024Choosing a Classical Planner with Graph Neural Networks25 Jan 2024
- 2023ProAgent: From Robotic Process Automation to Agentic Process Automation2 Nov 2023